Search results for "data pre-processing"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	Yanbo J. Wang, Frans Coenen, Robert Sanderson	A Hybrid Statistical Data Pre-processing Approach for Language-Independent Text Classification.	ADMA	2009	DBLP DOI BibTeX RDF	Document-base Representation, (Language-independent) Text Classification, Feature Selection, Data Pre-processing, Associative Classification
3	Marcela Xavier Ribeiro, Mônica Ribeiro Porto Ferreira, Caetano Traina Jr., Agma J. M. Traina	Data pre-processing: a new algorithm for feature selection and data discretization.	CSTST	2008	DBLP DOI BibTeX RDF	data discretization, feature selection, data pre-processing
3	Andrew S. Fast, Lisa Friedland, Marc E. Maier, Brian J. Taylor, David Jensen, Henry G. Goldberg, John Komoroske	Relational data pre-processing techniques for improved securities fraud detection.	KDD	2007	DBLP DOI BibTeX RDF	relational probability trees, normalization, fraud detection, statistical relational learning, data pre-processing
2	Jamaludin Sallim, Rosni Abdullah, Ahamad Tajudin Abdul Khader	Data Pre-Processing Methodology for Computational Experiment in Analyzing Protein Interaction Networks.	Asia International Conference on Modelling and Simulation	2008	DBLP DOI BibTeX RDF	Data Pre-Processing Methodology, Protein Interaction Networks
2	Marcela Xavier Ribeiro, Agma J. M. Traina, Caetano Traina Jr.	A new algorithm for data discretization and feature selection.	SAC	2008	DBLP DOI BibTeX RDF	data discretization, feature selection, data pre-processing
2	Haiyan Cen, Yidan Bao, Min Huang, Yong He	Comparison of Data Pre-processing in Pattern Recognition of Milk Powder Vis/NIR Spectra.	ADMA	2006	DBLP DOI BibTeX RDF
2	Ingo Mierswa, Michael Wurst, Ralf Klinkenberg, Martin Scholz, Timm Euler	YALE: rapid prototyping for complex data mining tasks.	KDD	2006	DBLP DOI BibTeX RDF	KDD system, audio and text mining, result visualization, rapid prototyping, distributed data mining, feature construction, data pre-processing, data stream mining, multimedia mining
2	Petr Aubrecht, Petr Miksovský, Lubos Kral	SumatraTT: a Generic Data Pre-processing System.	DEXA Workshops	2003	DBLP DOI BibTeX RDF
2	Masahiro Terabe, Takashi Washio, Hiroshi Motoda, Osamu Katai, Tetsuo Sawaragi	Attribute Generation Based on Association Rules.	Knowl. Inf. Syst.	2002	DBLP DOI BibTeX RDF	Attribute generation, Data mining, Association rules, Decision tree, Data pre-processing
2	Masahiro Terabe, Osamu Katai, Tetsuo Sawaragi, Takashi Washio, Hiroshi Motoda	A Data Pre-processing Method Using Association Rules of Attributes for Improving Decision Tree.	PAKDD	1999	DBLP DOI BibTeX RDF
1	Shuzlina Abdul Rahman, Azuraliza Abu Bakar, Zeti-Azura Mohamed-Hussein	An intelligent data pre-processing of complex datasets.	Intell. Data Anal.	2012	DBLP DOI BibTeX RDF
1	Manuel Santos, Filipe Portela	Enabling Ubiquitous Data Mining in Intensive Care - Features Selection and Data Pre-processing.	ICEIS	2011	DBLP BibTeX RDF
1	Chih-Fong Tsai, Jui-Sheng Chou	Data pre-processing by genetic algorithms for bankruptcy prediction.	IEEM	2011	DBLP DOI BibTeX RDF
1	Siu-Tong Au, Rong Duan, Siamak G. Hesar, Wei Jiang	A framework of irregularity enlightenment for data pre-processing in data mining.	Annals OR	2010	DBLP DOI BibTeX RDF
1	Annalisa Franco, Davide Maltoni, Loris Nanni	Data pre-processing through reward-punishment editing.	Pattern Anal. Appl.	2010	DBLP DOI BibTeX RDF
1	Jingyu Hou, Yi-Ping Phoebe Chen	Data Pre-processing for More Effective Gene Clustering.	CSO	2009	DBLP DOI BibTeX RDF
1	Vadim V. Ayuyev, Joseph Jupin, Philip W. Harris, Zoran Obradovic	Dynamic Clustering-Based Estimation of Missing Values in Mixed Type Data.	DaWaK	2009	DBLP DOI BibTeX RDF	clustering, classification, data pre-processing, data imputation
1	Sam Chao, Fai Wong	Unearth the Hidden Supportive Information for an Intelligent Medical Diagnostic System.	HAIS	2009	DBLP DOI BibTeX RDF	Discretization and Feature Selection, Latent Supportive Relevance, Intelligent Diagnostic System, Data Pre-processing, Medical Data Mining
1	Kyoko Fukuda	Identifying Fewer Key Factors by Attribute Selection Methodologies to Understand the Hospital Admission Prediction Pattern with Ant Miner and C4.5.	KES	2009	DBLP DOI BibTeX RDF	Ant Miner, Hospital admission, Attribute Selection, Air pollution
1	Petr Kadlec, Bogdan Gabrys	Architecture for development of adaptive on-line prediction models.	Memetic Computing	2009	DBLP DOI BibTeX RDF	Adaptive systems, Industrial applications, Ensemble methods, Meta learning, Local learning, Life-long learning, Soft sensors
1	Dusan Kocur, Jana Rovnáková, Mária Svecová	Through Wall Tracking of Moving Targets by M-Sequence UWB Radar.	Towards Intelligent Engineering and Information Technology	2009	DBLP DOI BibTeX RDF
1	Bayram Akdemir, Salih Günes, Sebnem Yosunkaya	New Data Pre-processing on Assessing of Obstructive Sleep Apnea Syndrome: Line Based Normalization Method (LBNM).	ICIC	2008	DBLP DOI BibTeX RDF	Obstructive Sleep Apnea Syndrome, Data Scaling, Line Based Normalization Method, C4.5 Decision Tree Classifier, Levenberg Marquart Artificial Neural Network
1	Ying Liu, Lucian Vlad Lita, Radu Stefan Niculescu, Kun Bai, Prasenjit Mitra, C. Lee Giles	Real-time data pre-processing technique for efficient feature extraction in large scale datasets.	CIKM	2008	DBLP DOI BibTeX RDF	block suffix shift, multiple-pattern matching, feature extraction, pre-processing
1	Francisco M. Carrero, José Carlos Cortizo, José María Gómez, Manuel de Buenaga Rodríguez	In the development of a spanish metamap.	CIKM	2008	DBLP DOI BibTeX RDF	information filtering, data pre-processing, semantic techniques
1	Marcela Xavier Ribeiro, Agma Juci Machado Traina, Caetano Traina Jr., Natalia Abdala Rosa, Paulo Mazzoncini de Azevedo Marques	How to Improve Medical Image Diagnosis through Association Rules: The IDEA Method.	CBMS	2008	DBLP DOI BibTeX RDF	Association Rules, Computer-Aided Diagnosis, Image Mining, Data Pre-processing, Associative Classifier
1	Azam Beg, S. K. Hasnain	A Speech Recognition System for Urdu Language.	IMTIC	2008	DBLP DOI BibTeX RDF	Urdu speech processing, speaker independent system, modeling, machine learning, feature extraction, data pre-processing
1	Siamak Tavakoli, Alireza Mousavi, Alexander Komashie	Flexible Data Input Layer Architecture (FDILA) for Quick-Response Decision Making Tools in Volatile Manufacturing Systems.	ICC	2008	DBLP DOI BibTeX RDF
1	Spiros Papadimitriou, Jimeng Sun	DisCo: Distributed Co-clustering with Map-Reduce: A Case Study towards Petabyte-Scale End-to-End Mining.	ICDM	2008	DBLP DOI BibTeX RDF
1	Padej Phomasakha Na Sakolnakorn, Phayung Meesad	Decision Tree-Based Model for Automatic Assignment of IT Service Desk Outsourcing in Banking Business.	SNPD	2008	DBLP DOI BibTeX RDF	IT service desk, automatic assignment, text mining, decision tree, knowledge discovery, outsourcing
1	Michele Ceccarelli, Antonio d'Acierno, Angelo M. Facchiano	A Machine Learning Approach to Mass Spectra Classification with Unsupervised Feature Selection.	CIBB	2008	DBLP DOI BibTeX RDF
1	Hongbo Liu, Ajith Abraham, Hong Ye	Extracting Multi-knowledge from fMRI Data through Swarm-Based Rough Set Reduction.	HAIS	2008	DBLP DOI BibTeX RDF	Multi-knowledge, Rough set, Particle swarm optimization, fMRI
1	Ireneusz Czarnowski, Piotr Jedrzejowicz	A Framework for Adaptive and Integrated Classification.	ICAISC	2008	DBLP DOI BibTeX RDF	integrated and adaptive classifiers, data mining, machine learning, learning classifiers
1	Yan Wu, Gary Kee Khoon Lee, Xiuju Fu, Harold Soh, Terence Hung	Mining Weather Information in Dengue Outbreak: Predicting Future Cases Based on Wavelet, SVM and GA.	World Congress on Engineering (Selected Papers)	2008	DBLP DOI BibTeX RDF	Dengue fever modelling, data mining, SVM, wavelet, infectious disease
1	Guillaume Bertello, Pierre-Jean Arduin, Fabio Boschetti, Dion Weatherley	Application of Computational Mechanics to the Analysis of Seismic Time-series via Numerical Optimisation.	New Generation Comput.	2008	DBLP DOI BibTeX RDF	Prediction, Optimisation, Time Series Analysis, Computational Mechanics
1	Xiaoli Li, Jin Li, Xin Yao	A wavelet-based data pre-processing analysis approach in mass spectrometry.	Comp. in Bio. and Med.	2007	DBLP DOI BibTeX RDF
1	Zidrina Pabarskaite, Aistis Raudys	A process of knowledge discovery from web log data: Systematization and critical review.	J. Intell. Inf. Syst.	2007	DBLP DOI BibTeX RDF	Survey, Personalisation, Web log mining, Data pre-processing, Web usage
1	Kenneth L. Ingham, Anil Somayaji	A methodology for designing accurate anomaly detection systems.	LANC	2007	DBLP DOI BibTeX RDF	web server security, intrusion detection, anomaly detection, HTTP
1	Jia Rong, Yi-Ping Phoebe Chen, Morshed Chowdhury, Gang Li	Acoustic Features Extraction for Emotion Recognition.	ACIS-ICIS	2007	DBLP DOI BibTeX RDF	Twice Learning, Machine Learning, Feature Extraction, Decision Tree, Ensemble Learning, Random Forest
1	Peter Warren, Deanne Taylor, Paolo G. V. Martini, Jennifer Jackson, Jadwiga R. Bienkowska	PANP - a New Method of Gene Detection on Oligonucleotide Expression Arrays.	BIBE	2007	DBLP DOI BibTeX RDF
1	Kyoko Fukuda	Noise Reduction Approach for Decision Tree Construction: A Case Study of Knowledge Discovery on Climate and Air Pollution.	CIDM	2007	DBLP DOI BibTeX RDF
1	Derek L. Nazareth, Ehsan S. Soofi, Huimin Zhao	Visualizing Attribute Interdependencies Using Mutual Information, Hierarchical Clustering, Multidimensional Scaling, and Self-organizing Maps.	HICSS	2007	DBLP DOI BibTeX RDF
1	Hidenao Abe, Hideto Yokoi, Miho Ohsaki, Takahira Yamaguchi	Developing an Integrated Time-Series Data Mining Environment for Medical Data Mining.	ICDM Workshops	2007	DBLP DOI BibTeX RDF
1	Stefano Mazzoleni, Giuseppe Cavallo, Marko Munih, Justin Cinkelj, M. Jurak, J. Van Vaerenbergh, Domenico Campolo, Paolo Dario, Eugenio Guglielmelli	Towards application of a mechatronic platform for whole-body isometric force-torque measurements to functional assessment in neuro-rehabilitation.	ICRA	2007	DBLP DOI BibTeX RDF
1	Jo-Anne Ting, Aaron D'Souza, Stefan Schaal	Automatic Outlier Detection: A Bayesian Approach.	ICRA	2007	DBLP DOI BibTeX RDF
1	Son N. Nguyen, Maria E. Orlowska	A Partition-Based Approach for Sequential Patterns Mining.	RIVF	2007	DBLP DOI BibTeX RDF
1	Steffen Oeltze, Helmut Doleisch, Helwig Hauser, Philipp Muigg, Bernhard Preim	Interactive Visual Analysis of Perfusion Data.	IEEE Trans. Vis. Comput. Graph.	2007	DBLP DOI BibTeX RDF	Multi-field Visualization, Time-varying Volume Data, Integrating InfoVis/SciVis, Visual Data Mining
1	Falko Dressler, Reinhard German	A Rule System for Network-Centric Operation in Massively Distributed Systems.	BIOWIRE	2007	DBLP DOI BibTeX RDF	bio-inspired networking, rules-based sensor network, cellular signaling, self-organization, sensor and actor networks
1	Hidenao Abe, Satoru Hirabayashi, Miho Ohsaki, Takahira Yamaguchi	Evaluating Accuracies of a Trading Rule Mining Method Based on Temporal Pattern Extraction.	MCD	2007	DBLP DOI BibTeX RDF
1	Yu Ding, Eunshin Byon, Chiwoo Park, Jiong Tang, Yi Lu, Xin Wang	Dynamic Data-Driven Fault Diagnosis of Wind Turbine Systems.	International Conference on Computational Science	2007	DBLP DOI BibTeX RDF
1	Yushun Wang, Yueting Zhuang, Jun Xiao, Fei Wu	A Piece-Wise Learning Approach to 3D Facial Animation.	ICWL	2007	DBLP DOI BibTeX RDF	3D facial animation, Facial segmentation, Piece-wise learning, Clustering
1	Roel G. W. Verhaak, Frank J. T. Staal, Peter J. M. Valk, Bob Löwenberg, Marcel J. T. Reinders, Dick de Ridder	The effect of oligonucleotide microarray data pre-processing on the analysis of patient-cohort studies.	BMC Bioinformatics	2006	DBLP DOI BibTeX RDF
1	S. X. Wu, S. F. Liu, M. Q. Li	The Method of Data Pre-processing in Grey Information Systems.	ICARCV	2006	DBLP DOI BibTeX RDF
1	Son N. Nguyen, Maria E. Orlowska	A further study in the data partitioning approach for frequent itemsets mining.	ADC	2006	DBLP DOI BibTeX RDF	data mining, performance, algorithm, partition, frequent itemset
1	Shirish S. Sane, Ashok A. Ghatol	Use of Instance Typicality for Efficient Detection of Outliers with Neural Network Classifiers.	ICIT	2006	DBLP DOI BibTeX RDF
1	Aditya N. Das, Frank L. Lewis, Dan O. Popa	Data-Logging and Supervisory Control in Wireless Sensor Networks.	SNPD	2006	DBLP DOI BibTeX RDF
1	Tee-Ann Teo, Jiann-Yeou Rau, Liang-Chien Chen, Jin-King Liu, Wei-Chen Hsu	Reconstruction of Complex Buildings using LIDAR and 2D Maps.	3D-GIS	2006	DBLP DOI BibTeX RDF
1	Shawkat Ali, Kate Amanda Smith-Miles	Improved Support Vector Machine Generalization Using Normalized Input Space.	Australian Conference on Artificial Intelligence	2006	DBLP DOI BibTeX RDF	Classification, Support Vector Machines, Normalization
1	Huei Diana Lee, Maria Carolina Monard, Feng Chung Wu	A Fractal Dimension Based Filter Algorithm to Select Features for Supervised Learning.	IBERAMIA-SBIA	2006	DBLP DOI BibTeX RDF
1	Otávio Augusto S. Carpinteiro, Isaías Lima, João M. C. Assis, Antonio C. Zambroni de Souza, Edmilson M. Moreira, Carlos A. M. Pinheiro	A Neural Model in Anti-spam Systems.	ICANN	2006	DBLP DOI BibTeX RDF
1	Yincui Hu, Yong Xue, Guoyin Cai, Chaolin Wu, Jianping Guo, Ying Luo, Wei Wan, Lei Zheng	Grid Service Implementation of Aerosol Optical Thickness Retrieval over Land from MODIS.	ICCSA	2006	DBLP DOI BibTeX RDF
1	Dimitrios E. Maroulis, Dimitrios K. Iakovidis, Ilias N. Flaounas, Stavros A. Karkanis	A gene expression analysis system for medical diagnosis.	AIAI	2006	DBLP DOI BibTeX RDF
1	Hidenao Abe, Takahira Yamaguchi	Constructive Meta-level Feature Selection Method Based on Method Repositories.	PAKDD	2006	DBLP DOI BibTeX RDF
1	Dan Li, Kefei Wang, Jitender S. Deogun	FADS: A Fuzzy Anomaly Detection System.	RSKT	2006	DBLP DOI BibTeX RDF	data mining, anomaly detection, Fuzzy theory
1	Gary G. Yen	Multi-objective Evolutionary Algorithm for Temporal Linguistic Rule Extraction.	Multi-Objective Machine Learning	2006	DBLP DOI BibTeX RDF
1	Xiang Zhang, John M. Asara, Jiri Adamec, Mourad Ouzzani, Ahmed K. Elmagarmid	Data pre-processing in liquid chromatography-mass spectrometry-based proteomics.	Bioinformatics	2005	DBLP DOI BibTeX RDF
1	Stavros Papadokonstantakis, Stephan Machefer, Klaus Schnitzlein, Argyrios I. Lygeros	Variable selection and data pre-processing in NN modelling of complex chemical processes.	Computers & Chemical Engineering	2005	DBLP DOI BibTeX RDF
1	Amir R. Razavi, Hans Gill, Hans Åhlfeldt, Nosrat Shahsavar	A Data Pre-processing Method to Increase Efficiency and Accuracy in Data Mining.	AIME	2005	DBLP DOI BibTeX RDF
1	Bhavani Raskutti, Alan Herschtal	Predicting the product purchase patterns of corporate customers.	KDD	2005	DBLP DOI BibTeX RDF	SVM applications, area under ROC, learning from few positive examples, upsell
1	Ramana M. Gosukonda, Masoud Naghedolfeizi, Johnny Carter	Artificial Neural Networks to Predict Daylily Hybrids.	CSB Workshops	2005	DBLP DOI BibTeX RDF
1	Sotiris Brakatsoulas, Dieter Pfoser, Nectaria Tryfona	Practical Data Management Techniques for Vehicle Tracking Data.	ICDE	2005	DBLP DOI BibTeX RDF
1	Gongde Guo, Daniel Neagu, Mark T. D. Cronin	A Study on Feature Selection for Toxicity Prediction.	FSKD	2005	DBLP DOI BibTeX RDF
1	Hidenao Abe, Miho Ohsaki, Hideto Yokoi, Takahira Yamaguchi	Implementing an Integrated Time-Series Data Mining Environment Based on Temporal Pattern Extraction Methods: A Case Study of an Interferon Therapy Risk Mining for Chronic Hepatitis.	JSAI Workshops	2005	DBLP DOI BibTeX RDF
1	Annette Kuhlmann, Ralf-Michael Vetter, Christoph Lübbing, Clemens-August Thole	Data Mining on Crash Simulation Data.	MLDM	2005	DBLP DOI BibTeX RDF
1	Kiyoung Yang, Hyunjin Yoon, Cyrus Shahabi	CL eVer: A Feature Subset Selection Technique for Multivariate Time Series.	PAKDD	2005	DBLP DOI BibTeX RDF
1	Albert Krohn, Tobias Zimmer, Michael Beigl, Christian Decker	Collaborative Sensing in a Retail Store Using Synchronous Distributed Jam Signalling.	Pervasive	2005	DBLP DOI BibTeX RDF
1	Son N. Nguyen, Maria E. Orlowska	Improvements in the Data Partitioning Approach for Frequent Itemsets Mining.	PKDD	2005	DBLP DOI BibTeX RDF
1	Rita Borgo, Valerio Pascucci, Roberto Scopigno	Massive Data Pre-Processing with a Cluster Based Approach.	EGPGV	2004	DBLP BibTeX RDF
1	A. Fazel Famili, Junjun Ouyang, Marko Kryworuchko, Ikuri Alvarez-Maya, Brandon Smith, Francisco Diaz-Mitoma	Knowledge Discovery in Hepatitis C Virus Transgenic Mice.	IEA/AIE	2004	DBLP DOI BibTeX RDF
1	Shereen Yong, Weng-Kin Lai, George Coghill	Weightless Neural Networks for Typing Biometrics Authentication.	KES	2004	DBLP DOI BibTeX RDF
1	Geovany de Araújo Borges, Marie-José Aldon	Line Extraction in 2D Range Images for Mobile Robotics.	Journal of Intelligent and Robotic Systems	2004	DBLP DOI BibTeX RDF	breakpoint detection, 2D range images, local environments, linear Kalman filter, mobile robotics, Fuzzy C-means, environment modeling, line extraction
1	Jorge García de la Nava, Sacha A. F. T. van Hijum, Oswaldo Trelles	PreP: gene expression data pre-processing.	Bioinformatics	2003	DBLP DOI BibTeX RDF
1	Krishnamoorthy Srikumar, Bharat Bhasker	Data Pre-processing for Association Rule Mining.	IICAI	2003	DBLP BibTeX RDF
1	Ganka Petkova Kovacheva, Hidemitsu Ogawa	Radial basis function classifier for fault diagnostics.	ISICT	2003	DBLP DOI BibTeX RDF
1	Huan Liu, Lei Yu, Manoranjan Dash, Hiroshi Motoda	Active Feature Selection Using Classes.	PAKDD	2003	DBLP DOI BibTeX RDF
1	Karl Fürlinger, Michael Gerndt	Distributed Configurable Application Monitoring on SMP Clusters.	PVM/MPI	2003	DBLP DOI BibTeX RDF
1	Yuji Ikeda, Dariusz Mazurkiewicz	Application of Neural Network Technique to Combustion Spray Dynamics Analysis.	Progress in Discovery Science	2002	DBLP DOI BibTeX RDF
1	Dayou Wang, James M. Keller, C. Andrew Carson	Pulsed-Field Gel Elec rophoresis Pa ern Recogni ion of Bac erial DNA: A Systemic Approach.	Pattern Anal. Appl.	2001	DBLP DOI BibTeX RDF
1	Wieslaw J. Staszewski	Advanced data pre-processing for damage identification based on pattern recognition.	Int. J. Systems Science	2000	DBLP DOI BibTeX RDF
1	Zhengjun Pan, Alistair G. Rust, Hamid Bolouri	Image Redundancy Reduction for Neural Network Classification Using Discrete Cosine Transforms.	IJCNN	2000	DBLP DOI BibTeX RDF	neural networks, feature extraction, Face recognition, discrete cosine transform, data pre-processing
1	Kazimierz Wiatr	MISD Architecture of Specialized Processors in FPGA Structures for a Real-Time Video Data Pre-Processing.	PDPTA	1999	DBLP BibTeX RDF
1	J. F. Francois Weilbach, Herna L. Viktor	The Development of a Data Warehouse for Policy Making: A Case Study. (PDF / PS)	HICSS	1999	DBLP DOI BibTeX RDF
1	Sylvain Létourneau, Stan Matwin, Fazel Famili	A Normalization Method for Contextual Data: Experience from a Large-Scale Application.	ECML	1998	DBLP DOI BibTeX RDF	Learning in contextual domains, attribute normalization, datamining
1	Kazimierz Wiatr	Dedicated Hardware Processors for a Real-Time Image Data Pre-processing Implemented in FPGA Structure.	ICIAP	1997	DBLP DOI BibTeX RDF
1	Mohamed Quafafou	Learning Flexible Concepts from Uncertain Data.	ISMIS	1997	DBLP DOI BibTeX RDF